Video segmentation has become one of the core areas in visual signal processing research. The objective of Video Segmentation and Its Applications is to present the latest advances in video segmentation and analysis techniques while covering the theoretical approaches, real applications and methods being developed in the computer vision and video analysis community. The book will also provide researchers and practitioners a comprehensive understanding of state-of-the-art of video segmentation techniques and a resource for potential applications and successful practice.
Author(s): Hongliang Li, King Ngi Ngan (auth.), King Ngi Ngan, Hongliang Li (eds.)
Edition: 1
Publisher: Springer-Verlag New York
Year: 2011
Language: English
Pages: 163
Tags: Signal, Image and Speech Processing; Image Processing and Computer Vision; Computer Imaging, Vision, Pattern Recognition and Graphics
Front Matter....Pages i-xiv
Image/Video Segmentation: Current Status, Trends, and Challenges....Pages 1-23
Image Segmentation with Eigen-Subspace Projections....Pages 25-57
Semantic Object Segmentation....Pages 59-85
Video Scene Analysis: A Machine Learning Perspective....Pages 87-116
Multiview Image Segmentation and Video Tracking....Pages 117-143
Applications of Video Segmentation....Pages 145-157
Back Matter....Pages 159-163
